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Structured Knowledge Distillation for Dense Prediction

https://doi.org/10.1109/tpami.2020.3001940

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-1-84800-279-1openalex-snapshot

Markov Random Field Modeling in Image Analysis

inferredcites →https://doi.org/10.1007/978-3-030-01219-9_25openalex-snapshot

ICNet for Real-Time Semantic Segmentation on High-Resolution Images

inferredcites →https://doi.org/10.1007/978-3-030-01228-1_26openalex-snapshot

Unified Perceptual Parsing for Scene Understanding

inferredcites →https://doi.org/10.1007/978-3-030-01249-6_34openalex-snapshot

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

inferredcites →https://doi.org/10.1007/978-3-030-20870-7_41openalex-snapshot

Deep Attention-Based Classification Network for Robust Depth Prediction

inferredcites →https://doi.org/10.1007/978-3-319-10602-1_48openalex-snapshot

Microsoft COCO: Common Objects in Context

inferredcites →https://doi.org/10.1007/978-3-319-46475-6_43openalex-snapshot

Perceptual Losses for Real-Time Style Transfer and Super-Resolution

inferredcites →https://doi.org/10.1007/978-3-319-93037-4_8openalex-snapshot

Text Generation Based on Generative Adversarial Nets with Latent Variables

inferredcites →https://doi.org/10.1007/978-3-540-88682-2_5openalex-snapshot

Segmentation and Recognition Using Structure from Motion Point Clouds

inferredcites →https://doi.org/10.1016/j.neucom.2018.05.045openalex-snapshot

Auto-painter: Cartoon image generation from sketch by using conditional Wasserstein generative adversarial networks

inferredcites →https://doi.org/10.1109/3dv.2016.32openalex-snapshot

Deeper Depth Prediction with Fully Convolutional Residual Networks

inferredcites →https://doi.org/10.1109/cvpr.2015.7299152openalex-snapshot

Deep convolutional neural fields for depth estimation from a single image

inferredcites →https://doi.org/10.1109/cvpr.2016.308openalex-snapshot

Rethinking the Inception Architecture for Computer Vision

inferredcites →https://doi.org/10.1109/cvpr.2016.348openalex-snapshot

Efficient Piecewise Training of Deep Structured Models for Semantic Segmentation

inferredcites →https://doi.org/10.1109/cvpr.2016.350openalex-snapshot

The Cityscapes Dataset for Semantic Urban Scene Understanding

inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot

Deep Residual Learning for Image Recognition

inferredcites →https://doi.org/10.1109/cvpr.2016.91openalex-snapshot

You Only Look Once: Unified, Real-Time Object Detection

inferredcites →https://doi.org/10.1109/cvpr.2017.243openalex-snapshot

Densely Connected Convolutional Networks

inferredcites →https://doi.org/10.1109/cvpr.2017.544openalex-snapshot

Scene Parsing through ADE20K Dataset

inferredcites →https://doi.org/10.1109/cvpr.2017.660openalex-snapshot

Pyramid Scene Parsing Network

inferredcites →https://doi.org/10.1109/cvpr.2017.690openalex-snapshot

YOLO9000: Better, Faster, Stronger

inferredcites →https://doi.org/10.1109/cvpr.2017.776openalex-snapshot

Mimicking Very Efficient Network for Object Detection

inferredcites →https://doi.org/10.1109/cvpr.2018.00214openalex-snapshot

Deep Ordinal Regression Network for Monocular Depth Estimation

inferredcites →https://doi.org/10.1109/cvpr.2018.00474openalex-snapshot

MobileNetV2: Inverted Residuals and Linear Bottlenecks

inferredcites →https://doi.org/10.1109/cvpr.2018.00716openalex-snapshot

ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices

inferredcites →https://doi.org/10.1109/cvpr.2019.00271openalex-snapshot

Structured Knowledge Distillation for Semantic Segmentation

inferredcites →https://doi.org/10.1109/cvpr.2019.00584openalex-snapshot

Deep High-Resolution Representation Learning for Human Pose Estimation

inferredcites →https://doi.org/10.1109/cvprw.2017.156openalex-snapshot

The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation

inferredcites →https://doi.org/10.1109/cvprw.2018.00163openalex-snapshot

Generative Adversarial Networks for Depth Map Estimation from RGB Video

inferredcites →https://doi.org/10.1109/iccv.2007.4408828openalex-snapshot

Learning 3-D Scene Structure from a Single Still Image

inferredcites →https://doi.org/10.1109/iccv.2015.169openalex-snapshot

Fast R-CNN

inferredcites →https://doi.org/10.1109/iccv.2017.137openalex-snapshot

Adversarial PoseNet: A Structure-Aware Convolutional Network for Human Pose Estimation

inferredcites →https://doi.org/10.1109/iccv.2017.324openalex-snapshot

Focal Loss for Dense Object Detection

inferredcites →https://doi.org/10.1109/iccv.2019.00578openalex-snapshot

Enforcing Geometric Constraints of Virtual Normal for Depth Prediction

inferredcites →https://doi.org/10.1109/iccv.2019.00972openalex-snapshot

FCOS: Fully Convolutional One-Stage Object Detection

inferredcites →https://doi.org/10.1109/icra.2019.8794182openalex-snapshot

FastDepth: Fast Monocular Depth Estimation on Embedded Systems

inferredcites →https://doi.org/10.1109/icra.2019.8794220openalex-snapshot

Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric Annotations

inferredcites →https://doi.org/10.1109/iros.2018.8594243openalex-snapshot

CReaM: Condensed Real-time Models for Depth Prediction using Convolutional Neural Networks

inferredcites →https://doi.org/10.1109/ivs.2017.7995966openalex-snapshot

Efficient ConvNet for real-time semantic segmentation

inferredcites →https://doi.org/10.1109/lra.2019.2896963openalex-snapshot

Geo-Supervised Visual Depth Prediction

inferredcites →https://doi.org/10.1109/tcsvt.2017.2740321openalex-snapshot

Estimating Depth From Monocular Images as Classification Using Deep Fully Convolutional Residual Networks

inferredcites →https://doi.org/10.1109/tpami.2015.2505283openalex-snapshot

Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields

inferredcites →https://doi.org/10.1109/tpami.2016.2572683openalex-snapshot

Fully Convolutional Networks for Semantic Segmentation

inferredcites →https://doi.org/10.1109/tpami.2016.2644615openalex-snapshot

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

inferredcites →https://doi.org/10.1109/tpami.2017.2699184openalex-snapshot

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

inferredcites →https://doi.org/10.1109/tpami.2019.2893630openalex-snapshot

RefineNet: Multi-Path Refinement Networks for Dense Prediction

inferredcites →https://doi.org/10.1109/tpami.2020.2983686openalex-snapshot

Deep High-Resolution Representation Learning for Visual Recognition

inferredcites →https://doi.org/10.1109/wacv.2019.00116openalex-snapshot

Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps With Accurate Object Boundaries

inferredcites →https://doi.org/10.1609/aaai.v31i1.10804openalex-snapshot

SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient

inferredcites →https://doi.org/10.4230/oasics.ng-res.2024.2openalex-snapshot

A Multi-Modal Distributed Real-Time IoT System for Urban Traffic Control (Invited Paper)

inferredcites →https://doi.org/10.48550/arxiv.1411.1784openalex-snapshot

Conditional Generative Adversarial Nets

inferredcites →https://doi.org/10.48550/arxiv.1412.6550openalex-snapshot

FitNets: Hints for Thin Deep Nets

inferredcites →https://doi.org/10.48550/arxiv.1412.7062openalex-snapshot

Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs

inferredcites →https://doi.org/10.48550/arxiv.1503.02531openalex-snapshot

Distilling the Knowledge in a Neural Network

inferredcites →https://doi.org/10.48550/arxiv.1602.07360openalex-snapshot

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size

inferredcites →https://doi.org/10.48550/arxiv.1611.08408openalex-snapshot

Semantic Segmentation using Adversarial Networks

inferredcites →https://doi.org/10.48550/arxiv.1701.06659openalex-snapshot

DSSD : Deconvolutional Single Shot Detector

inferredcites →https://doi.org/10.48550/arxiv.1805.08318openalex-snapshot

Self-Attention Generative Adversarial Networks

inferredcites →https://doi.org/10.48550/arxiv.1809.00916openalex-snapshot

OCNet: Object Context Network for Scene Parsing

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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inferred← citeshttps://doi.org/10.1007/s11227-022-04915-4openalex-snapshot

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inferred← citeshttps://doi.org/10.1007/s11263-023-01792-zopenalex-snapshot

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inferred← citeshttps://doi.org/10.1016/j.adhoc.2024.103637openalex-snapshot

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inferred← citeshttps://doi.org/10.1016/j.imavis.2023.104627openalex-snapshot

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inferred← citeshttps://doi.org/10.1016/j.ins.2022.12.044openalex-snapshot

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inferred← citeshttps://doi.org/10.1016/j.knosys.2024.111588openalex-snapshot

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inferred← citeshttps://doi.org/10.1016/j.knosys.2024.112317openalex-snapshot

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inferred← citeshttps://doi.org/10.1016/j.neucom.2023.127206openalex-snapshot

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inferred← citeshttps://doi.org/10.1016/j.neucom.2025.129681openalex-snapshot

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inferred← citeshttps://doi.org/10.1016/j.neucom.2025.130791openalex-snapshot

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inferred← citeshttps://doi.org/10.1016/j.neunet.2025.107384openalex-snapshot

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inferred← citeshttps://doi.org/10.1016/j.neunet.2025.107429openalex-snapshot

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inferred← citeshttps://doi.org/10.1038/s41598-026-41924-2openalex-snapshot

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inferred← citeshttps://doi.org/10.1063/5.0308102openalex-snapshot

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3D-to-2D Distillation for Indoor Scene Parsing

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Single Image Depth Prediction with Wavelet Decomposition

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Multi-Scale Aligned Distillation for Low-Resolution Detection

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Learnable Lookup Table for Neural Network Quantization

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inferred← citeshttps://doi.org/10.1109/igarss52108.2023.10281782openalex-snapshot

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inferred← citeshttps://doi.org/10.1109/ijcnn54540.2023.10191503openalex-snapshot

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inferred← citeshttps://doi.org/10.1109/lra.2026.3683334openalex-snapshot

MaskGuide: Efficient Distillation for Deployable Lightweight Segmentation in Marine Environments

inferred← citeshttps://doi.org/10.1109/lsp.2021.3051845openalex-snapshot

EACNet: Enhanced Asymmetric Convolution for Real-Time Semantic Segmentation

inferred← citeshttps://doi.org/10.1109/lsp.2021.3077801openalex-snapshot

Infrared Image Super-Resolution via Transfer Learning and PSRGAN

inferred← citeshttps://doi.org/10.1109/lsp.2022.3154243openalex-snapshot

Self-Paced Knowledge Distillation for Real-Time Image Guided Depth Completion

inferred← citeshttps://doi.org/10.1109/mmsp59012.2023.10337639openalex-snapshot

Channel Affinity Knowledge Distillation for Semantic Segmentation

inferred← citeshttps://doi.org/10.1109/sitis57111.2022.00044openalex-snapshot

Semantic Images Segmentation for Autonomous Driving Using Self-Attention Knowledge Distillation

inferred← citeshttps://doi.org/10.1109/smartworld-uic-atc-scalcom-digitaltwin-pricomp-metaverse56740.2022.00300openalex-snapshot

Optimization of the Pedestrian and Vehicle Detection Model based on Cloud-Edge Collaboration

inferred← citeshttps://doi.org/10.1109/stsiva66383.2025.11156574openalex-snapshot

DistillPool: Knowledge Distillation Techniques for Single-Pixel Imaging

inferred← citeshttps://doi.org/10.1109/taes.2025.3558725openalex-snapshot

Bi-Temporal Feature Relational Distillation for On-Board Lightweight Change Detection in Remote Sensing Imagery

inferred← citeshttps://doi.org/10.1109/taffc.2021.3129065openalex-snapshot

Distilling Region-Wise and Channel-Wise Deep Structural Facial Relationships for FAU (DSR-FAU) Intensity Estimation

inferred← citeshttps://doi.org/10.1109/tai.2024.3452052openalex-snapshot

FIMKD: Feature-Implicit Mapping Knowledge Distillation for RGB-D Indoor Scene Semantic Segmentation

inferred← citeshttps://doi.org/10.1109/tai.2025.3564238openalex-snapshot

Location, Neighborhood, and Semantic Guidance Network for RGB-D Co-Salient Object Detection

inferred← citeshttps://doi.org/10.1109/tase.2025.3585613openalex-snapshot

Deep Compression on Segment Anything Model for Efficient Industrial Manufacturing

inferred← citeshttps://doi.org/10.1109/tase.2025.3603265openalex-snapshot

Depth Enhancement Mask Mapping Network With Multi-Teacher Distillation for RGB-D Scene Parsing

inferred← citeshttps://doi.org/10.1109/tcsvt.2021.3127562openalex-snapshot

Bilateral Temporal Re-Aggregation for Weakly-Supervised Video Object Segmentation

inferred← citeshttps://doi.org/10.1109/tcsvt.2022.3146305openalex-snapshot

Pseudo-LiDAR-Based Road Detection

inferred← citeshttps://doi.org/10.1109/tgrs.2020.3048332openalex-snapshot

Dynamic-Hierarchical Attention Distillation With Synergetic Instance Selection for Land Cover Classification Using Missing Heterogeneity Images

inferred← citeshttps://doi.org/10.1109/tgrs.2022.3174910openalex-snapshot

Category Correlation and Adaptive Knowledge Distillation for Compact Cloud Detection in Remote Sensing Images

inferred← citeshttps://doi.org/10.1109/tgrs.2023.3290411openalex-snapshot

Distilling Segmenters From CNNs and Transformers for Remote Sensing Images’ Semantic Segmentation

inferred← citeshttps://doi.org/10.1109/tgrs.2025.3598956openalex-snapshot

Structured Cross-Resolution Distillation for Remote Sensing Salient Object Detection

inferred← citeshttps://doi.org/10.1109/tii.2025.3594177openalex-snapshot

A Double Knowledge Distillation Framework for Insulator Defect Detection

inferred← citeshttps://doi.org/10.1109/tim.2023.3284130openalex-snapshot

A Novel Three-Probability Spaces Logic Decoupling Distillation for Flip-Chip Defect Detection

inferred← citeshttps://doi.org/10.1109/tim.2023.3316214openalex-snapshot

LLD-MFCOS: A Multiscale Anchor-Free Detector Based on Label Localization Distillation for Wheelset Tread Defect Detection

inferred← citeshttps://doi.org/10.1109/tip.2021.3068825openalex-snapshot

Cross-Modal Knowledge Adaptation for Language-Based Person Search

inferred← citeshttps://doi.org/10.1109/tip.2021.3083113openalex-snapshot

Double Similarity Distillation for Semantic Image Segmentation

inferred← citeshttps://doi.org/10.1109/tip.2024.3445740openalex-snapshot

Relation Knowledge Distillation by Auxiliary Learning for Object Detection

inferred← citeshttps://doi.org/10.1109/tits.2022.3179365openalex-snapshot

MobileXNet: An Efficient Convolutional Neural Network for Monocular Depth Estimation

inferred← citeshttps://doi.org/10.1109/tits.2024.3421355openalex-snapshot

Normalized Cyclic Loop Network for Rail Surface Defect Detection Using Knowledge Distillation

inferred← citeshttps://doi.org/10.1109/tits.2025.3555617openalex-snapshot

Transferring Prior Thermal Knowledge for Snowy Urban Scene Semantic Segmentation

inferred← citeshttps://doi.org/10.1109/tiv.2023.3319430openalex-snapshot

BEV-LGKD: A Unified LiDAR-Guided Knowledge Distillation Framework for Multi-View BEV 3D Object Detection

inferred← citeshttps://doi.org/10.1109/tmi.2022.3175478openalex-snapshot

D2-Net: Dual Disentanglement Network for Brain Tumor Segmentation With Missing Modalities

inferred← citeshttps://doi.org/10.1109/tmi.2022.3224459openalex-snapshot

Graph Flow: Cross-Layer Graph Flow Distillation for Dual Efficient Medical Image Segmentation

inferred← citeshttps://doi.org/10.1109/tmm.2021.3082687openalex-snapshot

Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection

inferred← citeshttps://doi.org/10.1109/tmm.2024.3405619openalex-snapshot

Difference-Aware Distillation for Semantic Segmentation

inferred← citeshttps://doi.org/10.1109/tnnls.2022.3212733openalex-snapshot

Collaborative Knowledge Distillation via Multiknowledge Transfer

inferred← citeshttps://doi.org/10.1109/tnnls.2023.3323560openalex-snapshot

Enabling Visual Object Detection With Object Sounds via Visual Modality Recalling Memory

inferred← citeshttps://doi.org/10.1109/tnnls.2024.3389714openalex-snapshot

Reconstructed Graph Neural Network With Knowledge Distillation for Lightweight Anomaly Detection

inferred← citeshttps://doi.org/10.1109/tnnls.2024.3493155openalex-snapshot

I²NQ: Inter and Intra Nonuniform Quantization for Single Image Super-Resolution

inferred← citeshttps://doi.org/10.1109/tnnls.2025.3552931openalex-snapshot

An Innovative Multisource Teacher Collaborative Framework for Self-Knowledge Distillation

inferred← citeshttps://doi.org/10.1109/tnnls.2025.3639562openalex-snapshot

Rethinking Decoupled Knowledge Distillation: A Predictive Distribution Perspective

inferred← citeshttps://doi.org/10.1109/tpami.2020.3032166openalex-snapshot

FCOS: A Simple and Strong Anchor-free Object Detector

inferred← citeshttps://doi.org/10.1109/tpami.2022.3145407openalex-snapshot

Instance and Panoptic Segmentation Using Conditional Convolutions

inferred← citeshttps://doi.org/10.1109/tpami.2022.3159581openalex-snapshot

Adaptive Perspective Distillation for Semantic Segmentation

inferred← citeshttps://doi.org/10.1109/tpami.2022.3233584openalex-snapshot

Querying Labeled for Unlabeled: Cross-Image Semantic Consistency Guided Semi-Supervised Semantic Segmentation

inferred← citeshttps://doi.org/10.1109/tpami.2023.3257546openalex-snapshot

When Object Detection Meets Knowledge Distillation: A Survey

inferred← citeshttps://doi.org/10.1109/tpami.2023.3265865openalex-snapshot

Base and Meta: A New Perspective on Few-Shot Segmentation

inferred← citeshttps://doi.org/10.1109/tpami.2023.3266728openalex-snapshot

Attention Weighted Local Descriptors

inferred← citeshttps://doi.org/10.1109/tpami.2023.3273574openalex-snapshot

Inherit With Distillation and Evolve With Contrast: Exploring Class Incremental Semantic Segmentation Without Exemplar Memory

inferred← citeshttps://doi.org/10.1109/tpami.2023.3287837openalex-snapshot

Leveraging Symbolic Knowledge Bases for Commonsense Natural Language Inference using Pattern Theory

inferred← citeshttps://doi.org/10.1109/tpami.2024.3396809openalex-snapshot

Learning at a Glance: Towards Interpretable Data-Limited Continual Semantic Segmentation via Semantic-Invariance Modelling

inferred← citeshttps://doi.org/10.1109/tpami.2024.3476387openalex-snapshot

NVDS+: Towards Efficient and Versatile Neural Stabilizer for Video Depth Estimation

inferred← citeshttps://doi.org/10.1109/tpami.2025.3536481openalex-snapshot

Structural and Statistical Texture Knowledge Distillation and Learning for Segmentation

inferred← citeshttps://doi.org/10.1109/tpami.2025.3554235openalex-snapshot

DIST+: Knowledge Distillation From a Stronger Adaptive Teacher

inferred← citeshttps://doi.org/10.1109/tpami.2025.3605660openalex-snapshot

Deep Lookup Network

inferred← citeshttps://doi.org/10.1109/tpami.2026.3677028openalex-snapshot

Understanding the Effects of Projectors in Knowledge Distillation

inferred← citeshttps://doi.org/10.1109/trpms.2023.3265863openalex-snapshot

Current and Emerging Trends in Medical Image Segmentation With Deep Learning

inferred← citeshttps://doi.org/10.1109/tte.2024.3453990openalex-snapshot

Personalized-Preference-Based Electric Vehicle Charging Recommendation Considering Photovoltaic Consumption: A Transfer Reinforcement Learning Method

inferred← citeshttps://doi.org/10.1109/wacv57701.2024.00065openalex-snapshot

FAKD: Feature Augmented Knowledge Distillation for Semantic Segmentation

inferred← citeshttps://doi.org/10.1109/wacv57701.2024.00110openalex-snapshot

BPKD: Boundary Privileged Knowledge Distillation For Semantic Segmentation

inferred← citeshttps://doi.org/10.1109/wacvw65960.2025.00098openalex-snapshot

Joint Audio-Visual Idling Vehicle Detection with Streamlined Input Dependencies

inferred← citeshttps://doi.org/10.1109/yac57282.2022.10023833openalex-snapshot

Spatial-temporal consistency knowledge distillation for real-time semantic segmentation

inferred← citeshttps://doi.org/10.1145/3503161.3547978openalex-snapshot

Less is More

inferred← citeshttps://doi.org/10.1145/3503161.3548191openalex-snapshot

SlimSeg: Slimmable Semantic Segmentation with Boundary Supervision

inferred← citeshttps://doi.org/10.1145/3581783.3612162openalex-snapshot

Exploring the Knowledge Transferred by Response-Based Teacher-Student Distillation

inferred← citeshttps://doi.org/10.1145/3638559openalex-snapshot

DPDFormer: A Coarse-to-Fine Model for Monocular Depth Estimation

inferred← citeshttps://doi.org/10.1145/3657632openalex-snapshot

Visual Tuning

inferred← citeshttps://doi.org/10.1145/3688863.3689569openalex-snapshot

Knowledge Augmentation for Distillation: A General and Effective Approach to Enhance Knowledge Distillation

inferred← citeshttps://doi.org/10.1145/3803543openalex-snapshot

Exploring Direction Alignment and Discrepancy Standardization for Knowledge Distillation

inferred← citeshttps://doi.org/10.1145/3805622.3810763openalex-snapshot

GADRNet: Geometry-Prior-Guided Adaptive Distortion Rectification Network for Panoramic Depth Estimation

inferred← citeshttps://doi.org/10.1155/2021/5753693openalex-snapshot

Training Method and Device of Chemical Industry Chinese Language Model Based on Knowledge Distillation

inferred← citeshttps://doi.org/10.1155/2022/2449956openalex-snapshot

ECG-ViT: A Transformer-Based ECG Classifier for Energy-Constraint Wearable Devices

inferred← citeshttps://doi.org/10.1364/ao.590138openalex-snapshot

Real-time laser stripe robust detection for robotic weld seam tracking based on temporal image sequences

inferred← citeshttps://doi.org/10.14801/jkiit.2025.23.1.191openalex-snapshot

Research on the Direction of Artificial Intelligence Technology Introduction through AI Regulation Policy : Focusing on Large-scale Language Models(LLMs)

inferred← citeshttps://doi.org/10.1609/aaai.v35i4.16454openalex-snapshot

Diverse Knowledge Distillation for End-to-End Person Search

inferred← citeshttps://doi.org/10.1609/aaai.v39i4.32462openalex-snapshot

Real-Time Neural Denoising with Render-Aware Knowledge Distillation

inferred← citeshttps://doi.org/10.23919/cje.2021.00.211openalex-snapshot

HRPose: Real-Time High-Resolution 6D Pose Estimation Network Using Knowledge Distillation

inferred← citeshttps://doi.org/10.24963/ijcai.2023/150openalex-snapshot

Teaching What You Should Teach: A Data-Based Distillation Method

inferred← citeshttps://doi.org/10.24963/ijcai.2023/90openalex-snapshot

DAMO-StreamNet: Optimizing Streaming Perception in Autonomous Driving

inferred← citeshttps://doi.org/10.2514/1.a35767openalex-snapshot

CLOVER: Contrastive Learning for Onboard Vision-Enabled Robotics

inferred← citeshttps://doi.org/10.32604/cmes.2023.026910openalex-snapshot

Pedestrian and Vehicle Detection Based on Pruning YOLOv4 with Cloud-Edge Collaboration

inferred← citeshttps://doi.org/10.3390/app122412593openalex-snapshot

LUMDE: Light-Weight Unsupervised Monocular Depth Estimation via Knowledge Distillation

inferred← citeshttps://doi.org/10.3390/app15042130openalex-snapshot

GPT-4off: On-Board Traversability Probability Estimation for Off-Road Driving via GPT Knowledge Distillation

inferred← citeshttps://doi.org/10.3390/app15094740openalex-snapshot

A Few-Shot Learning Framework for Depth Completion Based on Self-Training with Noise and Pixel-Wise Knowledge Distillation

inferred← citeshttps://doi.org/10.3390/rs15041085openalex-snapshot

Lightweight Landslide Detection Network for Emergency Scenarios

inferred← citeshttps://doi.org/10.3390/s22072623openalex-snapshot

Semantic Segmentation Using Pixel-Wise Adaptive Label Smoothing via Self-Knowledge Distillation for Limited Labeling Data

inferred← citeshttps://doi.org/10.3390/s26010292openalex-snapshot

Knowledge Distillation in Object Detection: A Survey from CNN to Transformer

inferred← citeshttps://doi.org/10.3934/mbe.2023928openalex-snapshot

Research on a lightweight electronic component detection method based on knowledge distillation

inferred← citeshttps://doi.org/10.4218/etrij.2026-0159openalex-snapshot

Cross‐corruption distillation for robust instruction following under text corruptions

inferred← citeshttps://doi.org/10.48550/arxiv.2004.14960openalex-snapshot

Improving Semantic Segmentation via Self-Training

inferred← citeshttps://doi.org/10.48550/arxiv.2101.08471openalex-snapshot

Collaborative Teacher-Student Learning via Multiple Knowledge Transfer

inferred← citeshttps://doi.org/10.48550/arxiv.2103.13733openalex-snapshot

Spirit Distillation: Precise Real-time Semantic Segmentation of Road Scenes with Insufficient Data

inferred← citeshttps://doi.org/10.48550/arxiv.2104.14696openalex-snapshot

Spirit Distillation: A Model Compression Method with Multi-domain Knowledge Transfer

inferred← citeshttps://doi.org/10.48550/arxiv.2106.02022openalex-snapshot

Single Image Depth Prediction with Wavelet Decomposition

inferred← citeshttps://doi.org/10.48550/arxiv.2108.09702openalex-snapshot

Self-Regulation for Semantic Segmentation

inferred← citeshttps://doi.org/10.48550/arxiv.2111.01135openalex-snapshot

Arch-Net: Model Distillation for Architecture Agnostic Model Deployment

inferred← citeshttps://doi.org/10.55524/ijircst.2024.12.3.17openalex-snapshot

A Comprehensive Review of Knowledge Distillation- Methods, Applications, and Future Directions

Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.